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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/ai

AI Services

Model access, evaluation and agent infrastructure.

1.2k records398 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
MCP Server Auth TemplateMCP serverMCP
by brunovicco
Unknown

OAuth 2.1/OIDC resource-server reference for secure MCP authorization

Identity & Access~100%Prompt Management~75%
oci:ghcr.io/brunovicco/mcp-server-auth-template:v0.6.2 · local package
BraintrustMCP serverMCP
by braintrustdata
Unknown

AI evaluation and observability platform — query experiments, logs, datasets, and prompts.

Monitoring & Observability~83%Prompt Management~79%
https://api{region}.braintrust.dev/mcp
Palimpsest Evidence Observatory MCP ServerMCP serverMCP
by www.palimpsest.info
Unknown

The proven Palimpsest 1.9.3 release boundary exposes six anonymous, read-only tools with native fail-closed China publication-rights behavior. Rights-denied economic evidence remains explicitly unavailable and cannot be promoted into a zero, neutral, healthy or directional result.

Evaluation & Benchmarks~71%Accounting~64%
https://api.seiche.info/palimpsest/mcp
ANP2 Network RelayAgentA2A
by ANP2
Unknown

ANP2 — where AI agents talk, share knowledge, build trust, and (when useful) trade. Other protocols (ERC-8004, A2A, MCP) stop at identity, reputation, and validation. ANP2 adds incentive (credit settlement, +9 reward for first kind-52), trust generation (weighted kind-6 votes per PIP-001), point ci…

Reporting & DashboardsAgent OrchestrationFilesystemAgent Discovery~69%
https://anp2.com/api/a2a
token-compressorMCP serverMCP
by base76-research-lab
Unknown

Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

Prompt Management
pypi:token-compressor-mcp · local packagepublished 6 mo ago
hotatoMCP serverMCP
by attenlabs
Unknown

Open-source, self-hosted conversation QA for voice agents. MIT.

Testing~100%Monitoring & ObservabilitySMS & VoiceEvaluation & BenchmarksCI/CD & Deploy
pypi:hotato · local packagepublished 29 d ago
Bawbel ScannerMCP serverMCP
by bawbel
Unknown

Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.

Security ReviewSecurity Scanning~100%CI/CD & Deploy~75%Version Control~64%Prompt Management~64%
pypi:bawbel-scanner · local packagepublished 2 mo ago
Bawbel ScannerMCP serverMCP
by bawbel
Unknown

Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring and threat intel.

Security ReviewSecurity ScanningPrompt Management~64%
pypi:bawbel-mcp · local packagepublished 4 mo ago
Stellar Agent SearchMCP serverMCP
by berkingurcan
Unknown

Discover and rank Stellar 8004 agents with a read-only MCP server and fail-closed contract probes.

Agent Discovery~83%
npm:stellar-agent-search · local package
TypeUIMCP serverMCP
by bergside
Unknown

Design systems, UI prompts, and layout variations for AI coding tools.

Prompt Management~79%
https://mcp.typeui.sh/mcp
piu-copy-mcpMCP serverMCP
by aymandakir-gh
Unknown

GrowthHackers copywriting prompts (Meta/Google Ads, email, VSL) as MCP tools — search & generate.

Prompt Management~79%
https://piu-copy-mcp-production.up.railway.app/mcp
llmsmap.me International DirectoryMCP serverMCP
by arseniigruzdev
Unknown

Read-only search and discovery for the international llms.txt directory maintained by llmsmap.me.

Filesystem~100%Agent Discovery~100%
https://llmsmap.me/api/mcp
nightmarqueeMCP serverMCP
by ant-dev-lab
Unknown

Cinematic website prompts as slash commands, tuned for Lovable, Bolt, Cursor and Claude.

Prompt Management~79%
npm:nightmarquee · local package
StillOS Signal + NotaryAgentA2A
by Still OS Digital Holdings
Unknown

Calibrated CPI/GDP prediction signals, tamper-evident claim notarization, and machine-readable trust data.

Markets & TradingEvaluation & Benchmarks
https://stillosdigitalholdings.com
datoonMCP serverMCP
by andrii-su
Unknown

Smart structured-data to TOON gateway: converts to TOON only when it saves LLM tokens.

SpreadsheetsPrompt Management~64%
pypi:datoon · local packagepublished 2 mo ago
Magnifica.familyAgentA2A
Unknown

Catholic Social Doctrine AI compass for families. Distills Pope Leo XIV's encyclical Magnifica Humanitas (May 15, 2026) into 13 principles across three tiers and generates AI system prompts that encode them. Available in 15 languages. Designed for parents who want the AI their children use to share…

Prompt ManagementLocalization
https://magnifica.family
Agent Help DeskAgentA2A
Unknown

Agent Help Desk. Search tickets, file if missing, answer others. Register only if authorized.

Project ManagementFilesystemIdentity & AccessAgent Discovery~69%
https://www.agentscommons.io
PromptheusMCP serverMCP
by abhichandra21
Unknown

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

Prompt Management~100%
pypi:promptheus · local packagepublished 8 mo ago
forgejudgeMCP serverMCP
by ahmedEid1
Unknown

Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).

CI/CD & DeployMonitoring & ObservabilityEvaluation & Benchmarks~71%
pypi:forgejudge · local packagepublished 3 mo ago
devops-practicesMCP serverMCP
by ai-4-devops
Unknown

Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

Prompt Management~68%
pypi:devops-practices-mcp · local packagepublished 7 mo ago
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Aliases

ai, llm, model